Run
513525

Run 513525

Task 3609 (Supervised Classification) fri_c1_1000_5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmnet(1)Learner classif.glmnet from package(s) !glmnet.
classif.glmnet(1)_s0.01
classif.glmnet(1)_seed1
classif.glmnet(1)_kindMersenne-Twister
classif.glmnet(1)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.2025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2095
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.372
UserCPU time millis testing
0.133
UserCPU time millis training
0.239